Host-based misuse intrusion detection using PCA feature extraction and kNN classification algorithms

This paper presents the design and performance evaluation of a host-based misuse intrusion detection system for the Linux operating system. The proposed system employs a feature extraction technique based on principal component analysis, which is cal